Try it / tally sheet

191271B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 61.9 s, $0.001837stored read

Rows sum to 258, TOTAL says 190: this field goes to a person, with its photo

Gemma's read breaks one of the paper's own checks, so the gate does not accept it.

Straightened by its corner marks; the right-hand column (officials' names and signatures) is blacked out before the page is stored or sent to the model.

Watch it run

Read this sheet again, live

Gemma-4-31B-IT reads the masked page on AMD; the gate checks each field as the answer arrives.

About a minute. One live read runs at a time for the whole site; yours waits in a short queue and shows its place.

How it's checked

Gate: Routed: Option 08 digits 66, words 6; Option 12 digits 8, words 0; 3 row labels not where expected; rows sum to TOTAL (258 vs 190)

The paper's own checks

✕ rows sum to TOTAL 258 ≠ 190

✓ votaron + representantes = section 5 190 = 190

✓ section 5 = section 7 190 = 190

✓ section 7 = TOTAL 190 = 190

✕ words = digits on every field 21 of 23

Receipts

Every disputed field of the sample audit of 300 sheets gets a Merkle receipt: its record, the SHA-256 of its crop, and a proof path to one published root. This sheet is not in that sample; see a receipt verified on sheet 122655C0100.

Full trace: two real sheets, request to receipt · Source code

All fields (23), and other runs of this sheet

Qwen3.8 · pre-registered run

Other runs (3)

Gemma · pre-registered run Gemma · pre-registered run Qwen3.8 · pre-registered run

Qwen3.8-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 61.9 s, $0.001837.

Field	Digits	Words
Unused ballots section 2	133	133	✓
Voters on the list section 3	185	185	✓
Representatives who voted section 4	5	5	✓
Voters + representatives section 5	190	190	✓
Ballots taken from the boxes section 7	190	190	✓
Option 01	59	59	✓
Option 02	33	33	✓
Option 03 row 8: the printed label read is not the one expected here	0	0	!
Option 04	5	5	✓
Option 05	3	3	✓
Option 06	32	32	✓
Option 07	45	45	✓
Option 08	66	6	!
Option 09	0	0	✓
Option 10 row 15: the printed label read is not the one expected here	1	1	!
Option 11 row 16: the printed label read is not the one expected here	0	0	!
Option 12	8	0	!
Option 13	0	0	✓
Option 14	1	1	✓
Option 15	1	1	✓
Unregistered candidates	0	0	✓
Null votes	4	4	✓
TOTAL section 6	190	190	✓

Options 01–15 are the form's vote rows in printed order, shown without party names. Digits and words are the model's two independent readings. Official capture: the double-keyed official capture of this image (PREP). Certified: the certified district count (Cómputos), which has no section 2-5 or 7 values. Amber: the capture differs from the model. † eye-checked: the capture mis-keyed the field.

Now on 300 sheets: the sample audit